Time-Series Anomaly Detection Service at Microsoft

10 June 2019

Yujing Wang

Papers citing "Time-Series Anomaly Detection Service at Microsoft"

50 / 66 papers shown

Title
Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Yifan Wang Kenneth P. Birman 95 0 0 27 May 2025
M $^2$ AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding Sarah Alnegheimish Zelin He Matthew Reimherr Akash Chandrayan Abhinav Pradhan Luca DÁngelo 73 1 0 21 Apr 2025
Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning Bahareh Golchin Banafsheh Rekabdar AI4TS 163 2 0 03 Apr 2025
Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain Yuanmin Huang Mi Zhang Zhaoxiang Wang Wenxuan Li Min Yang AAML AI4TS 100 1 0 12 Mar 2025
Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies Yongzheng Xie Hongyu Zhang M. Babar AI4TS 114 0 0 22 Jan 2025
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks Quan Zhou Changhua Pei Fei Sun Jing Han Zhengwei Gao Dan Pei Haiming Zhang Gaogang Xie Jianhui Li AI4TS 144 4 0 01 Nov 2024
CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching Xingjian Wu Xiangfei Qiu Zhengyu Li Yihang Wang Jilin Hu Chenjuan Guo Hui Xiong Bin Yang AI4TS 181 16 0 16 Oct 2024
Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders Qichao Shentu Beibu Li Kai Zhao Yang Shu Zhongwen Rao Lujia Pan Bin Yang Chenjuan Guo AI4TS 125 6 0 24 May 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 96 22 0 30 Mar 2024
Automated Contrastive Learning Strategy Search for Time Series Baoyu Jing Yansen Wang Guoxin Sui Jing Hong Jingrui He Yuqing Yang Dongsheng Li Kan Ren AI4TS 85 8 0 19 Mar 2024
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models Haotian Si Changhua Pei Hang Cui Jingwen Yang Yongqian Sun ... Haiming Zhang Jing Han Dan Pei Jianhui Li Gaogang Xie AI4TS 83 9 0 16 Feb 2024
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation Pablo Lemos Sammy N. Sharief Nikolay Malkin Laurence Perreault Levasseur Y. Hezaveh Laurence Perreault-Levasseur Yashar Hezaveh 84 3 0 06 Feb 2024
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang Chaoyun Zhang Shilin He Zhihao Yang Ming-Jie Ma ... Yu Kang Yingnong Dang Saravan Rajmohan Qingwei Lin Dongmei Zhang 95 21 0 19 Dec 2023
Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection Feiyi Chen Yingying Zhang Zhen Qin Lunting Fan Renhe Jiang Yuxuan Liang Qingsong Wen Shuiguang Deng AI4TS 101 5 0 26 Nov 2023
A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis Shuhan Zhong Sizhe Song Weipeng Zhuo Guanyao Li Yang Liu S.-H. Gary Chan AI4TS 107 19 0 18 Oct 2023
MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection Chaoyue Ding Shiliang Sun Jing Zhao AI4TS 83 155 0 17 Oct 2023
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection Haotian Si Changhua Pei Zhihan Li Yadong Zhao Jingjing Li Haiming Zhang Zulong Diao Jianhui Li Gaogang Xie Dan Pei AI4TS 69 4 0 17 Aug 2023
Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach Chunwei Yang Xiaoxu Chen Lijun Sun Hongyu Yang Yuankai Wu AI4TS 94 4 0 02 Aug 2023
AlerTiger: Deep Learning for AI Model Health Monitoring at LinkedIn Zhentao Xu Ruoying Wang G.N. Balaji Manas Bundele Xiaofei Liu L. Liu Tie Wang VLM 22 5 0 03 Jun 2023
Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention Cheryl Lee Tianyi Yang Zhuangbin Chen Yuxin Su Yongqiang Yang Michael R. Lyu 33 32 0 14 Feb 2023
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation Kun Yi Qi Zhang LongBing Cao Shoujin Wang Guodong Long Liang Hu Hui He ZhenDong Niu Wei Fan Hui Xiong AI4TS 184 25 0 04 Feb 2023
Graph Anomaly Detection in Time Series: A Survey Thi Kieu Khanh Ho Ali Karami Narges Armanfard AI4TS 120 7 0 31 Jan 2023
Label-Efficient Interactive Time-Series Anomaly Detection Hongmei Guo Yujing Wang Jieyu Zhang Zhe-Min Lin Yu Tong Lei Yang Luoxing Xiong Congrui Huang AI4TS 72 1 0 30 Dec 2022
AER: Auto-Encoder with Regression for Time Series Anomaly Detection Lawrence Wong Dongyu Liu Laure Berti-Equille Sarah Alnegheimish K. Veeramachaneni AI4TS 53 21 0 27 Dec 2022
FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting Maowei Jiang Pengyu Zeng Kai-Ming Wang Huan Liu Wenbo Chen Haoran Liu AI4TS 68 61 0 02 Dec 2022
Deep Learning for Time Series Anomaly Detection: A Survey Zahra Zamanzadeh Darban G. I. Webb Shirui Pan Charu C. Aggarwal Mahsa Salehi AI4TS 84 162 0 09 Nov 2022
An Unsupervised Short- and Long-Term Mask Representation for Multivariate Time Series Anomaly Detection Qiucheng Miao Chuanfu Xu Jun Zhan Dong Zhu Cheng-Feng Wu AI4TS 119 9 0 19 Aug 2022
Semi-unsupervised Learning for Time Series Classification Padraig Davidson M. Steininger A. Huhn Anna Krause Andreas Hotho 65 1 0 07 Jul 2022
A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes Wenzhuo Yang Kun Zhang Guosheng Lin AI4TS CML 78 9 0 30 Jun 2022
Intrinsic Anomaly Detection for Multi-Variate Time Series Stephan Rabanser Tim Januschowski Kashif Rasul Oliver Borchert Richard Kurle Jan Gasthaus Michael Bohlke-Schneider Nicolas Papernot Valentin Flunkert AI4TS 67 4 0 29 Jun 2022
Local Evaluation of Time Series Anomaly Detection Algorithms Alexis Huet J. M. Navarro Dario Rossi AI4TS 86 72 0 27 Jun 2022
Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series M. Rahmani Anoop Deoras Laurent Callot AI4TS 61 0 0 31 May 2022
Sintel: A Machine Learning Framework to Extract Insights from Signals Sarah Alnegheimish Dongyu Liu Carles Sala Cladellas Laure Berti-Equille K. Veeramachaneni AI4TS 68 16 0 19 Apr 2022
Detecting Anomalous LAN Activities under Differential Privacy Norrathep Rattanavipanon Donlapark Ponnoprat H. Ochiai Kuljaree Tantayakul T. Angchuan S. Kamolphiwong 30 0 0 14 Apr 2022
Enhancing Transformer Efficiency for Multivariate Time Series Classification Yuqing Wang Yun Zhao Linda R. Petzold AI4TS 55 2 0 28 Mar 2022
Practical data monitoring in the internet-services domain Nikhil Galagali 16 0 0 15 Mar 2022
TiSAT: Time Series Anomaly Transformer Keval Doshi Shatha Abudalou Yasin Yılmaz AI4TS 84 17 0 10 Mar 2022
Online Time Series Anomaly Detection with State Space Gaussian Processes Christian Bock Franccois-Xavier Aubet Jan Gasthaus Andrey Kan Ming Chen Laurent Callot AI4TS 62 8 0 18 Jan 2022
Online false discovery rate control for anomaly detection in time series Quentin Rebjock Barics Kurt Tim Januschowski Laurent Callot AI4TS 57 14 0 06 Dec 2021
Unsupervised detection and open-set classification of fast-ramped flexibility activation events Nils Müller C. Heinrich K. Heussen H. Bindner AI4CE 130 3 0 03 Nov 2021
TOD: GPU-accelerated Outlier Detection via Tensor Operations Yue Zhao George H. Chen Zhihao Jia AI4TS 102 8 0 26 Oct 2021
A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data Yijun Lin Yao-Yi Chiang AI4TS 47 1 0 14 Oct 2021
An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg Wenyu Zhang Jules Samaran R. Savitha Chuan-Sheng Foo AI4TS 108 229 0 23 Sep 2021
Merlion: A Machine Learning Library for Time Series Aadyot Bhatnagar Paul Kassianik Chenghao Liu Tian-Shing Lan Wenzhuo Yang ... Yingbo Zhou Caiming Xiong Silvio Savarese Guosheng Lin Huan Wang AI4TS 76 34 0 20 Sep 2021
Anomaly Detection on IT Operation Series via Online Matrix Profile Shiwei Lan Run-Qing Chen Wanlei Zhao AI4TS 18 2 0 27 Aug 2021
Federated Variational Learning for Anomaly Detection in Multivariate Time Series Kai Zhang Yushan Jiang Lee M. Seversky Chengtao Xu Dahai Liu Haoze Song AI4TS 59 27 0 18 Aug 2021
Neural Contextual Anomaly Detection for Time Series Chris U. Carmona Franccois-Xavier Aubet Valentin Flunkert Jan Gasthaus BDL AI4TS 103 66 0 16 Jul 2021
TS2Vec: Towards Universal Representation of Time Series Zhihan Yue Yujing Wang Juanyong Duan Tianmeng Yang Congrui Huang Yu Tong Bixiong Xu AI4TS 135 590 0 19 Jun 2021
CSCAD: Correlation Structure-based Collective Anomaly Detection in Complex System Huiling Qin Xianyuan Zhan Yu Zheng 24 10 0 30 May 2021
RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning Tong Wu Jorge Ortiz AI4TS 80 28 0 31 Mar 2021